| 書(shū)目名稱 | Introduction to Responsible AI | | 副標(biāo)題 | Implement Ethical AI | | 編輯 | Avinash Manure,Shaleen Bengani,Saravanan S | | 視頻video | http://file.papertrans.cn/475/474134/474134.mp4 | | 概述 | Covers all aspects of responsible AI, from understanding bias to ensuring robustness.Covers methods and tools for achieving transparency and explainability in AI.Includes code examples and tools to tr | | 圖書(shū)封面 |  | | 描述 | .Learn and implement responsible AI models using Python. This book will teach you how to balance ethical challenges with opportunities in artificial intelligence...The book starts with an introduction to the fundamentals of AI, with special emphasis given to the key principles of responsible AI. The authors then walk you through the critical issues of detecting and mitigating bias, making AI decisions understandable, preserving privacy, ensuring security, and designing robust models. Along the way, you’ll gain an overview of tools, techniques, and code examples to implement the key principles you learn in real-world scenarios...The book concludes with a chapter devoted to fostering a deeper understanding of responsible AI’s profound implications for the future. Each chapter offers a hands-on approach, enriched with practical insights and code snippets, enabling you to translate ethical considerations into actionable solutions. ..What You Will Learn..Understand the principles of responsible AI and their importance in today‘s digital world.Master techniques to detect and mitigate bias in AI.Explore methods and tools for achieving transparency and explainability.Discover best practice | | 出版日期 | Book 2023 | | 關(guān)鍵詞 | Artificial Intelligence; Machine Learning; Python; Responsible AI; Security in AI; AI Ethics; Accountabili | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4842-9982-1 | | isbn_softcover | 978-1-4842-9981-4 | | isbn_ebook | 978-1-4842-9982-1 | | copyright | Avinash Manure, Shaleen Bengani, Saravanan S 2023 |
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